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Journal article
Published
Temporal big data for tire industry tactical sales forecasting
Sagaert, Y. R., Aghezzaf, E.-H., Kourentzes, N. & Desmet, B., 2018, In: Interfaces. 48, 2, p. 121-129 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting energy consumption using ensemble ARIMA–ANFIS hybrid algorithm
Barak, S. & Sadegh, S. S., 1/11/2017, In: International Journal of Electrical Power and Energy Systems. 82, p. 92-104 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Resilient revenue management: A literature survey of recent theoretical advances
Cleophas, C., Kadatz, D. & Vock, S., 1/10/2017, In: Journal of Revenue and Pricing Management. 16, 5, p. 483-498 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting with temporal hierarchies
Athanasopoulos, G., Hyndman, R. J., Kourentzes, N. & Petropoulos, F., 1/10/2017, In: European Journal of Operational Research. 262, 1, p. 60-74 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Demand forecasting by temporal aggregation: using optimal or multiple aggregation levels?
Kourentzes, N., Rostami-Tabar, B. & Barrow, D., 09/2017, In: Journal of Business Research. 78, p. 1-9 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Proximity Begins with a Smile, But Which One? Associating Non-duchenne Smiles with Higher Psychological Distance
Bogodistov, Y. & Dost, F., 10/08/2017, In: Frontiers in Psychology. 13, 9 p., 1374.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Supply chain forecasting when information is not shared
Ali, M. M., Babai, M. Z., Boylan, J. E. & Syntetos, A. A., 1/08/2017, In: European Journal of Operational Research. 260, 3, p. 984-994 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A retail store SKU promotions optimization model for category multi-period profit maximization
Ma, S. & Fildes, R., 16/07/2017, In: European Journal of Operational Research. 260, 2, p. 680-692 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Fusion of multiple diverse predictors in stock market
Barak, S., Arjmand, A. & Ortobelli, S., 1/07/2017, In: Information Fusion. 36, p. 90-102 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Value-based pricing in competitive situations with the help of multi-product price response maps
Dost, F. & Geiger, I., 07/2017, In: Journal of Business Research. 76, p. 219-236 18 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso
Gibberd, A. & Nelson, J. D. B., 19/06/2017, In: Journal of Computational and Graphical Statistics. 26, 3, p. 623-634 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
First-time buyers' subjective knowledge and the attribute preferences of Chinese car buyers
Qian, L., Soopramanien, D. & Daryanto, A., 05/2017, In: Journal of Retailing and Consumer Services. 36, p. 189-196 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Research into forecasting practice
Fildes, R. A., 1/01/2017, In: Foresight: The International Journal of Applied Forecasting. 44 Winter, p. 39-46 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Using a rolling training approach to improve judgmental extrapolations elicited from forecasters with technical knowledge
Petropoulos, F., Goodwin, P. & Fildes, R., 01/2017, In: International Journal of Forecasting. 33, 1, p. 314-324 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The impact of brand familiarity on online and offline media synergy
Pauwels, K., Demirci, C., Yildirim, G. & Srinivasan, S., 12/2016, In: International Journal of Research in Marketing. 33, 4, p. 739-753 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Examining the relationship between default risk and efficiency in Islamic and conventional banks
Saeed, M. & Izzeldin, M., 12/2016, In: Journal of Economic Behavior and Organization. 132, Supplement, p. 127-154 28 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Another look at estimators for intermittent demand
Petropoulos, F., Kourentzes, N. & Nikolopoulos, K., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 154-161 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the performance of overlapping and non-overlapping temporal demand aggregation approaches
Boylan, J. E. & Babai, M. Z., 11/2016, In: International Journal of Production Economics. 181, Part A, p. 136-144 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Reduction of the value of information sharing as demand becomes strongly auto-correlated
Babai, M. Z., Boylan, J. E., Syntetos, A. A. & Ali, M. M., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 130-135 6 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting with multivariate temporal aggregation: the case of promotional modelling
Kourentzes, N. & Petropoulos, F., 11/2016, In: International Journal of Production Economics. 181, Part A, p. 145-153 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Episodes of exuberance in housing markets: in search of the smoking gun
Pavlidis, E., Yusupova, A., Paya, I., Peel, D., Martínez-García, E., Mack, A. & Grossman, V., 11/2016, In: Journal of Real Estate Finance and Economics. 53, 4, p. 419-449 31 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A note on effective code-share management in practice
Gerlach, M., Kliewer, N. & Cleophas, C., 1/10/2016, In: Journal of Air Transport Management. 57, p. 202-205 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A comparison of AdaBoost algorithms for time series forecast combination
Barrow, D. K. & Crone, S. F. W. M., 1/10/2016, In: International Journal of Forecasting. 32, 4, p. 1103-1119 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Cross-validation aggregation for combining autoregressive neural network forecasts
Barrow, D. K. & Crone, S. F. W. M., 1/10/2016, In: International Journal of Forecasting. 32, 4, p. 1120-1137 18 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Minimum Density Hyperplanes
Pavlidis, N. G., Hofmeyr, D. & Tasoulis, S., 28/09/2016, In: Journal of Machine Learning Research. 17, 156, p. 1-33 33 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Divisive clustering of high dimensional data streams
Hofmeyr, D., Pavlidis, N. & Eckley, I., 09/2016, In: Statistics and Computing. 26, 5, p. 1101–1120 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Supply chain forecasting: theory, practice, their gap and the future
Syntetos, A., Babai, Z., Boylan, J. E., Kolassa, S. & Nikolopoulos, K., 1/07/2016, In: European Journal of Operational Research. 252, 1, p. 1-26 26 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Distributions of forecasting errors of forecast combinations: implications for inventory management
Barrow, D. K. & Kourentzes, N., 07/2016, In: International Journal of Production Economics. 177, p. 24-33 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Will the crisis “tear us apart”? evidence from the EU
Pappas, V., Ingham, H., Izzeldin, M. & Steele, G., 07/2016, In: International Review of Financial Analysis. 46, p. 346-360 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Commentary: two sides of the same coin
Petropoulos, F. & Kourentzes, N., 1/06/2016, In: Foresight: The International Journal of Applied Forecasting. 42, p. 37-39 3 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Assessing end-of-supply risk of spare parts using the proportional hazard model
Li, X., Dekker, R., Heij, C. & Hekimoglu, M., 30/04/2016, In: Decision Sciences. 47, 2, p. 373-394 22 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The effect of data preprocessing on a retail price optimization system
Kunz, T. P., Crone, S. F. W. M. & Meissner, J., 04/2016, In: Decision Support Systems. 84, p. 16-27 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Energy and GHG emissions management of agricultural systems using multi objective particle swarm optimization algorithm: a case study
Barak, S., Yousefi, M., Maghsoudlou, H. & Jahangiri, S., 04/2016, In: Stochastic Environmental Research and Risk Assessment. 30, 4, p. 1167–1187 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Do ‘big losses’ in judgmental adjustments to statistical forecasts affect experts’ behaviour?
Petropoulos, F., Fildes, R. A. & Goodwin, P., 16/03/2016, In: European Journal of Operational Research. 249, 3, p. 842-852 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Revisiting firm-created word of mouth: High-value versus low-value seed selection
Dost, F., Sievert, J. & Kassim, D., 03/2016, In: International Journal of Research in Marketing. 33, 1, p. 236-239 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A meta-analysis of price change fairness perceptions
Tarrahi, F., Eisend, M. & Dost, F., 03/2016, In: International Journal of Research in Marketing. 33, 1, p. 199-203 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Demand forecasting with high dimensional data: the case of SKU retail sales forecasting with intra- and inter-category promotional information
Ma, S., Fildes, R. A. & Huang, T., 16/02/2016, In: European Journal of Operational Research. 249, 1, p. 245-257 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Wrapper ANFIS-ICA method to do stock market timing and feature selection on the basis of Japanese Candlestick
Barak, S., Dahooie, J. H. & Tichý, T., 15/12/2015, In: Expert Systems with Applications. 42, 23, p. 9221-9235 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A clustering model based on an evolutionary algorithm for better energy use in crop production
Khoshnevisan, B., Bolandnazar, E., Barak, S., Shamshirband, S., Maghsoudlou, H., Altameem, T. A. & Gani, A., 12/2015, In: Stochastic Environmental Research and Risk Assessment. 29, 8, p. 1921–1935 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The double benefits of consumer certainty: combining risk and range effects
Maier, E., Wilken, R. & Dost, F., 12/2015, In: Marketing Letters. 26, 4, p. 473-488 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Historical impact of technological change on the US mass media advertising expenditure
Esteban-Bravo, M., Vidal-Sanz, J. M. & Yildirim, G., 11/2015, In: Technological Forecasting and Social Change. 100, p. 306-316 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Reassessing the scope of OR practice: The Influences of Problem Structuring Methods and the Analytics Movement
Ranyard, J. C., Fildes, R. A. & Hu, T.-I., 16/08/2015, In: European Journal of Operational Research. 245, 1, p. 1-13 13 p.
Research output: Contribution to Journal/Magazine › Journal article
Published
Is there a golden rule?
Fildes, R. & Petropoulos, F., 08/2015, In: Journal of Business Research. 68, 8, p. 1742-1745 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Simple versus complex selection rules for forecasting many time series
Fildes, R. & Petropoulos, F., 08/2015, In: Journal of Business Research. 68, 5, p. 1692-1701 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Relative performance of methods for forecasting special events
Nikolopoulos, K., Litsa, A., Petropoulos, F., Bougioukos, V. & Khammash, M., 08/2015, In: Journal of Business Research. 68, 8, p. 1785-1791 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecast combinations for intermittent demand
Petropoulos, F. & Kourentzes, N., 06/2015, In: Journal of the Operational Research Society. 66, 6, p. 914-924 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Revenue management and the railway conundrum – The consequences of reference prices in passenger railway transport practice
Kellermann, N. & Cleophas, C., 06/2015, In: Journal of Revenue and Pricing Management. 14, 3, p. 155-165 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The impact of practitioner business rules on the optimality of a static retail revenue management system
Kunz, T. P. & Crone, S. F. W. M., 06/2015, In: Journal of Revenue and Pricing Management. 14, 3, p. 198-210 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Short-term solar irradiation forecasting based on dynamic harmonic regression
Trapero, J. R., Kourentzes, N. & Martin, A., 1/05/2015, In: Energy. 84, p. 289-295 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Which types of multi-stage marketing increase direct customers' willingness-to-pay? Evidence from a scenario-based experiment in a B2B setting
Geiger, I., Dost, F., Schönhoff, A. & Kleinaltenkamp, M., 05/2015, In: Industrial Marketing Management. 47, p. 175-189 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

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